Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9557312 0.9930707 0.9422816 0.0371454 0.9637352
bt 0.7786561 0.7848112 0.9809479 0.1466113 0.4580840
maxnet 0.6505929 0.7678523 0.9918636 0.2284544 0.4350396
gam 0.7881423 0.7699653 0.9312995 0.1460316 0.4204081
glm 0.7675889 0.7180658 0.8544578 0.1577842 0.4050570

Variable Importance